{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "b8321c1d",
   "metadata": {},
   "outputs": [],
   "source": [
    "from requests_html import HTMLSession\n",
    "import json\n",
    "\n",
    "url = \"https://apic.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "# 这些参数是用来查询数据源的 #12\n",
    "payload =  {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": \"410\",\n",
    "            \"dq\": \"410\",\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 0,\n",
    "            \"pageSize\": 40,\n",
    "            \"key\": \"产品经理\",\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": \"0\",\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": \"\"\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    } \n",
    "}\n",
    "\n",
    "# 伪装：浏览器普通用户访问\n",
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': '__gc_id=c6cb143f1dd942d6bd65b5fc30dd9455; __uuid=1679028387067.72; XSRF-TOKEN=UH8huvwpTv6t6qio3oBLOQ; __tlog=1680236490389.81%7C00000000%7C00000000%7C00000000%7C00000000; acw_tc=2760829b16802364916274153ea3634a30db54784953710df86b64d1b3fc3d; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1679028387,1679636666,1680236492; __session_seq=5; __uv_seq=5; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1680236637',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}\n",
    "# 1.找到z找到API接口的数据源-链接，2.找到post提供的参数，明确数据库post查询条件，增加post需要的参数，3.伪装成普通用户\n",
    "\n",
    "session = HTMLSession()\n",
    "r = session.post(url, data=json.dumps(payload), headers=headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "dda14af3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "3e8b01bd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'jobCardList': [{'dataInfo': '%7B%22jobId%22%3A%2256898155%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D',\n",
       "     'dataParams': '{\"userId\":\"afd77ea0969dfbb4618be77ff18d30ca\",\"jobId\":\"56898155\",\"recruiterName\":\"姜女士\",\"jobKind\":\"2\",\"imId\":\"cbdb949dd94c04e5e0d71104ecc2e595\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'comp': {'compId': 8898776,\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '5bdbbc768e50b2deb64a06b204a.jpg',\n",
       "      'compIndustry': '医药外包',\n",
       "      'compName': '捷信医药',\n",
       "      'link': 'https://www.liepin.com/company/8898776/',\n",
       "      'compScale': '100-499人'},\n",
       "     'job': {'labels': ['数据产品',\n",
       "       '用户研究',\n",
       "       '产品规划',\n",
       "       '团队管理',\n",
       "       '数据分析',\n",
       "       '产品优化',\n",
       "       '产品设计',\n",
       "       '需求分析'],\n",
       "      'salary': '8-12k·14薪',\n",
       "      'dq': '上海-徐汇区',\n",
       "      'title': '产品专员',\n",
       "      'jobId': '56898155',\n",
       "      'topJob': True,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230329102706',\n",
       "      'advViewFlag': True,\n",
       "      'link': 'https://www.liepin.com/job/1956898155.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'requireWorkYears': '一年以下',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '姜女士',\n",
       "      'recruiterTitle': 'Senior Recruiter',\n",
       "      'imId': 'cbdb949dd94c04e5e0d71104ecc2e595',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'afd77ea0969dfbb4618be77ff18d30ca'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2257265463%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D',\n",
       "     'dataParams': '{\"userId\":\"571f4182d2e63db67aed0b08ee27d5f8\",\"jobId\":\"57265463\",\"recruiterName\":\"李女士\",\"jobKind\":\"2\",\"imId\":\"a54e3cbe2bb1f9720e33f8ac54fbf39e\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'comp': {'compId': 8932876,\n",
       "      'compLogo': '5bfea51674719d2aa34cd90503a.png',\n",
       "      'compIndustry': '通信设备',\n",
       "      'compName': '中国移动国际有限公司',\n",
       "      'link': 'https://www.liepin.com/company/8932876/',\n",
       "      'compScale': '500-999人'},\n",
       "     'job': {'labels': ['安全产品', '信息安全', '市场调研', '产品规划', '团队管理'],\n",
       "      'salary': '20-30k·13薪',\n",
       "      'dq': '香港-葵青区',\n",
       "      'title': '（高级）产品专员',\n",
       "      'jobId': '57265463',\n",
       "      'topJob': True,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230324124201',\n",
       "      'advViewFlag': True,\n",
       "      'link': 'https://www.liepin.com/job/1957265463.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': '',\n",
       "      'imId': 'a54e3cbe2bb1f9720e33f8ac54fbf39e',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '571f4182d2e63db67aed0b08ee27d5f8'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2257340831%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D',\n",
       "     'dataParams': '{\"userId\":\"f146b187cd67d5182ae03e281455ea34\",\"jobId\":\"57340831\",\"recruiterName\":\"旷女士\",\"jobKind\":\"2\",\"imId\":\"aaf64e26be68f1fd6cdb271ea7541165\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'comp': {'compId': 12848963,\n",
       "      'compStage': '战略投资',\n",
       "      'compLogo': '62c532b3d005e77d42ff429606u.png',\n",
       "      'compIndustry': '云计算/大数据',\n",
       "      'compName': '天湘和',\n",
       "      'link': 'https://www.liepin.com/company/12848963/',\n",
       "      'compScale': '50-99人'},\n",
       "     'job': {'labels': ['市场调研',\n",
       "       '云计算',\n",
       "       '智慧城市',\n",
       "       'to G',\n",
       "       '需求分析',\n",
       "       '产品设计',\n",
       "       '数据产品',\n",
       "       '客户端产品',\n",
       "       '硬件系统集成'],\n",
       "      'salary': '8-9k',\n",
       "      'dq': '长沙-天心区',\n",
       "      'title': '地理信息产品经理',\n",
       "      'jobId': '57340831',\n",
       "      'topJob': True,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230328105149',\n",
       "      'advViewFlag': True,\n",
       "      'link': 'https://www.liepin.com/job/1957340831.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=2',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '旷女士',\n",
       "      'recruiterTitle': '',\n",
       "      'imId': 'aaf64e26be68f1fd6cdb271ea7541165',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'f146b187cd67d5182ae03e281455ea34'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2256500125%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D',\n",
       "     'dataParams': '{\"userId\":\"e26b3b71749bfd548b299e4b3258c395\",\"jobId\":\"56500125\",\"recruiterName\":\"白女士\",\"jobKind\":\"2\",\"imId\":\"6bf7c8d0afceed76ee7b65a82243fe9b\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'comp': {'compId': 8621016,\n",
       "      'compLogo': '5bfea4c274719d2aa34cc8c303a.png',\n",
       "      'compIndustry': '整车制造',\n",
       "      'compName': '北京梅赛德斯奔驰销售服务有限公司',\n",
       "      'link': 'https://www.liepin.com/company/8621016/',\n",
       "      'compScale': '500-999人'},\n",
       "     'job': {'labels': [],\n",
       "      'salary': '薪资面议',\n",
       "      'dq': '北京-朝阳区',\n",
       "      'title': 'Product Manager SUV 产品经理',\n",
       "      'jobId': '56500125',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230227110017',\n",
       "      'advViewFlag': False,\n",
       "      'link': 'https://www.liepin.com/job/1956500125.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=3',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '白女士',\n",
       "      'recruiterTitle': 'hrbp',\n",
       "      'imId': '6bf7c8d0afceed76ee7b65a82243fe9b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': 'e26b3b71749bfd548b299e4b3258c395'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2255659871%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D',\n",
       "     'dataParams': '{\"userId\":\"18d91c08495a8eb4b16207fad6c9700b\",\"jobId\":\"55659871\",\"recruiterName\":\"刘女士\",\"jobKind\":\"2\",\"imId\":\"a56b7700cffa549f5ccdf9963d70cb82\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}',\n",
       "     'comp': {'compId': 12166219,\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '5e6cd41d37483e328d58d03f07u.jpg',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compName': 'Monotype',\n",
       "      'link': 'https://www.liepin.com/company/12166219/',\n",
       "      'compScale': '500-999人'},\n",
       "     'job': {'labels': [],\n",
       "      'salary': '30-35k·15薪',\n",
       "      'dq': '上海-浦东新区',\n",
       "      'title': 'Senior Product Manager-高级产品经理',\n",
       "      'jobId': '55659871',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230131134221',\n",
       "      'advViewFlag': False,\n",
       "      'link': 'https://www.liepin.com/job/1955659871.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=4',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '硕士'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '刘女士',\n",
       "      'recruiterTitle': 'Associate HRBP-APAC',\n",
       "      'imId': 'a56b7700cffa549f5ccdf9963d70cb82',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterId': '18d91c08495a8eb4b16207fad6c9700b'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2250965433%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%7D',\n",
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       "     'job': {'labels': ['英语',\n",
       "       '市场推广',\n",
       "       '市场拓展',\n",
       "       '渠道策划',\n",
       "       '市场策划',\n",
       "       '市场调研分析',\n",
       "       '乙方公司背景',\n",
       "       'to B',\n",
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       "      'compName': '某国内大型家具家电公司',\n",
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       "      'advViewFlag': False,\n",
       "      'link': 'https://www.liepin.com/job/1955701661.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=39',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '白女士',\n",
       "      'recruiterTitle': 'Talent Partner',\n",
       "      'imId': 'd2d1b8fb216557be160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '6a77933d13f747d05e6b925786705a3c'}}],\n",
       "   'compList': []},\n",
       "  'passThroughData': {'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n",
       "   'scene': 'input',\n",
       "   'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n",
       "   'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n",
       "   'sfrom': 'search_job_pc'},\n",
       "  'pagination': {'currentPage': 0,\n",
       "   'totalPage': 10,\n",
       "   'pageSize': 40,\n",
       "   'totalCounts': 807,\n",
       "   'hasNext': False}}}"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "fb453318",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "# 一般情况下，网站数据变化比较频繁的网站-动态网站 社媒数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "3d72e607",
   "metadata": {},
   "outputs": [],
   "source": [
    "产品经理_应届_广州 = r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "40ba1c48",
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.json_normalize(产品经理_应届_广州[\"data\"][\"data\"][\"jobCardList\"]).to_excel('liepin.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a0bdc3bb",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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